{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                               \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "             日期   人民币汇率\n",
      "531  2025-04-07  732.63\n",
      "532  2025-04-08  734.89\n",
      "533  2025-04-09  736.89\n",
      "534  2025-04-10  736.39\n",
      "535  2025-04-11  733.98\n",
      "536  2025-04-12  731.28\n",
      "537  2025-04-14  732.23\n",
      "538  2025-04-15  732.63\n",
      "539  2025-04-16  734.13\n",
      "540  2025-04-17  732.88\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                      \r"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import datetime\n",
    "\n",
    "# 获取当前日期\n",
    "end_date = datetime.datetime.now()\n",
    "end_date_str = end_date.strftime('%Y%m%d')\n",
    "# 计算6个月前的日期（可按需调整时间范围，这里以6个月为例）\n",
    "start_date = end_date - datetime.timedelta(days=30 * 12 * 2)\n",
    "start_date_str = start_date.strftime('%Y%m%d')\n",
    "\n",
    "# 获取沪深A股历史数据（包含一些汇率相关信息，这里提取人民币兑港币汇率数据示例）\n",
    "currency_boc_sina_df = ak.currency_boc_sina(symbol=\"美元\", start_date=start_date_str, end_date=end_date_str)\n",
    "\n",
    "# 假设数据中 'close' 列是汇率相关数据，根据实际情况调整列名\n",
    "exchange_rate_df = currency_boc_sina_df[['日期', '中行钞卖价/汇卖价']].rename(columns={'中行钞卖价/汇卖价': '人民币汇率'})\n",
    "print(exchange_rate_df.tail(10))\n",
    "\n",
    "# 获取中国十年国债收益率数据\n",
    "bond_zh_rate_df = ak.bond_zh_us_rate(start_date=start_date_str)\n",
    "bond_zh_rate_df = bond_zh_rate_df[['日期', '中国国债收益率10年']].dropna()\n",
    "\n",
    "# 基于日期列合并两个数据集，确保数据按日期对齐\n",
    "merged_df = exchange_rate_df.merge(bond_zh_rate_df, on='日期', how='inner')\n",
    "\n",
    "# 将日期列设置为索引\n",
    "merged_df.set_index('日期', inplace=True)\n",
    "\n",
    "# 创建图形对象，设置图形大小（可按需调整宽高数值）\n",
    "fig, ax1 = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# 绘制中国十年国债收益率曲线（对应左边y轴）\n",
    "ax1.plot(merged_df.index, merged_df['中国国债收益率10年'], label='中国十年国债收益率', color='blue')\n",
    "ax1.set_ylabel('中国十年国债收益率', fontsize=10)\n",
    "ax1.set_xlabel('日期')\n",
    "ax1.tick_params(axis='x', rotation=45)\n",
    "\n",
    "# 创建与ax1共享x轴的右边y轴对象\n",
    "ax2 = ax1.twinx()\n",
    "# 绘制人民币汇率曲线（对应右边y轴）\n",
    "ax2.plot(merged_df.index, merged_df['人民币汇率'], label='人民币汇率', color='orange')\n",
    "ax2.set_ylabel('人民币汇率', fontsize=10)\n",
    "\n",
    "# 添加标题\n",
    "ax1.set_title('中国十年国债收益率与人民币汇率对比曲线')\n",
    "\n",
    "# 添加图例，设置图例位置\n",
    "lines, labels = ax1.get_legend_handles_labels()\n",
    "lines2, labels2 = ax2.get_legend_handles_labels()\n",
    "ax2.legend(lines + lines2, labels + labels2, loc='center left', bbox_to_anchor=(1, 1.1), fontsize=10)\n",
    "\n",
    "# 调整布局，确保所有元素完整显示且布局合理\n",
    "plt.tight_layout()\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  }
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